Birnie, C, Chambers, K and Angus, D orcid.org/0000-0003-0734-7835 (2017) Seismic arrival enhancement through the use of noise whitening. Physics of the Earth and Planetary Interiors, 262. pp. 80-89. ISSN 0031-9201
Abstract
A constant feature in seismic data, noise is particularly troublesome for passive seismic monitoring where noise commonly masks microseismic events. We propose a statistics-driven noise suppression technique that whitens the noise through the calculation and removal of the noise’s covariance. Noise whitening is shown to reduce the noise energy by a factor of 3.5 resulting in microseismic events being observed and imaged at lower signal to noise ratios than originally possible - whilst having negligible effect on the seismic wavelet. The procedure is shown to be highly resistant to most changes in the noise properties and has the flexibility of being used as a stand-alone technique or as a first step before standard random noise attenuation methods.
Metadata
Item Type: | Article |
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Authors/Creators: |
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Copyright, Publisher and Additional Information: | © 2016 Elsevier B.V. This is an author produced version of a paper published in Physics of the Earth and Planetary Interiors. Uploaded in accordance with the publisher's self-archiving policy. |
Keywords: | passive seismology; microseismic; noise whitening; noise suppression |
Dates: |
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Institution: | The University of Leeds |
Academic Units: | The University of Leeds > Faculty of Environment (Leeds) > School of Earth and Environment (Leeds) > Institute for Applied Geosciences (IAG) (Leeds) |
Depositing User: | Symplectic Publications |
Date Deposited: | 22 Nov 2016 10:33 |
Last Modified: | 21 Nov 2017 01:38 |
Published Version: | https://doi.org/10.1016/j.pepi.2016.11.006 |
Status: | Published |
Publisher: | Elsevier |
Identification Number: | 10.1016/j.pepi.2016.11.006 |
Open Archives Initiative ID (OAI ID): | oai:eprints.whiterose.ac.uk:108010 |